Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9083333 | 0.9675826 | 0.9064292 | 0.0692971 | 0.8499537 |
| bt | 0.9083333 | 0.9598642 | 0.9200412 | 0.0861994 | 0.8372955 |
| maxnet | 0.8416667 | 0.9249768 | 0.7635096 | 0.1082982 | 0.7730781 |
| gam | 0.8833333 | 0.9364001 | 0.8824300 | 0.0874667 | 0.7767830 |
| glm | 0.8416667 | 0.9160235 | 0.3555746 | 0.1072818 | 0.7604199 |